[Mlir-commits] [mlir] [mlir][vector] Add patterns for vector masked load/store (PR #74834)
Diego Caballero
llvmlistbot at llvm.org
Wed Dec 13 01:59:38 PST 2023
================
@@ -0,0 +1,122 @@
+//===- LowerVectorMaskedLoadStore.cpp - Lower 'vector.maskedload/store' op ===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+//
+// This file implements target-independent rewrites and utilities to lower the
+// 'vector.maskedload' and 'vector.maskedstore' operation.
+//
+//===----------------------------------------------------------------------===//
+
+#include "mlir/Dialect/MemRef/IR/MemRef.h"
+#include "mlir/Dialect/SCF/IR/SCF.h"
+#include "mlir/Dialect/Vector/Transforms/LoweringPatterns.h"
+
+#define DEBUG_TYPE "vector-masked-load-store-lowering"
+
+using namespace mlir;
+
+namespace {
+
+/// Convert vector.maskedload
+///
+/// Before:
+///
+/// vector.maskedload %base[%idx_0, %idx_1], %mask, %pass_thru
+///
+/// After:
+///
+/// %value = vector.load %base[%idx_0, %idx_1]
+/// arith.select %mask, %value, %pass_thru
+///
+struct VectorMaskedLoadOpConverter : OpRewritePattern<vector::MaskedLoadOp> {
+ using OpRewritePattern::OpRewritePattern;
+
+ LogicalResult matchAndRewrite(vector::MaskedLoadOp maskedLoadOp,
+ PatternRewriter &rewriter) const override {
+ auto loc = maskedLoadOp.getLoc();
+ auto loadAll = rewriter.create<vector::LoadOp>(loc, maskedLoadOp.getType(),
+ maskedLoadOp.getBase(),
+ maskedLoadOp.getIndices());
+ auto selectedLoad = rewriter.create<arith::SelectOp>(
+ loc, maskedLoadOp.getMask(), loadAll, maskedLoadOp.getPassThru());
+ rewriter.replaceOp(maskedLoadOp, selectedLoad);
+
+ return success();
+ }
+};
+
+Value createConstantInteger(PatternRewriter &rewriter, Location loc,
+ int32_t value) {
+ auto i32Type = rewriter.getI32Type();
+ return rewriter.create<arith::ConstantOp>(loc, i32Type,
+ IntegerAttr::get(i32Type, value));
+}
+
+/// Convert vector.maskedstore
+///
+/// Before:
+///
+/// vector.maskedstore %base[%idx_0, %idx_1], %mask, %value
+///
+/// After:
+///
+/// scf.for %iv = %c0 to %vector_len step %c1 {
+/// %m = vector.extractelement %mask[%iv]
+/// scf.if %m {
+/// %v = vector.extractelement %value[%iv]
+/// memref.store %v, %base[%idx_0, %idx_1]
+/// }
+/// }
+///
+struct VectorMaskedStoreOpConverter : OpRewritePattern<vector::MaskedStoreOp> {
+ using OpRewritePattern::OpRewritePattern;
+
+ LogicalResult matchAndRewrite(vector::MaskedStoreOp maskedStoreOp,
+ PatternRewriter &rewriter) const override {
+ VectorType maskVType = maskedStoreOp.getMaskVectorType();
+ if (maskVType.getShape().size() != 1)
+ return rewriter.notifyMatchFailure(
+ maskedStoreOp, "expected vector.maskedstore with 1-D mask");
+
+ auto loc = maskedStoreOp.getLoc();
+ Value zero = createConstantInteger(rewriter, loc, 0);
+ Value one = createConstantInteger(rewriter, loc, 1);
+ Value maskLength =
+ createConstantInteger(rewriter, loc, maskVType.getShape()[0]);
+
+ auto loopOp = rewriter.create<scf::ForOp>(loc, zero, maskLength, one);
+ rewriter.setInsertionPointToStart(loopOp.getBody());
----------------
dcaballe wrote:
IRBuilder guard is needed to reset the insertion point back to where it was?
https://github.com/llvm/llvm-project/pull/74834
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